EP3356560A4 - Systèmes et procédés de prédiction des évolutions liées à un régime thérapeutique - Google Patents

Systèmes et procédés de prédiction des évolutions liées à un régime thérapeutique Download PDF

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Publication number
EP3356560A4
EP3356560A4 EP16852565.7A EP16852565A EP3356560A4 EP 3356560 A4 EP3356560 A4 EP 3356560A4 EP 16852565 A EP16852565 A EP 16852565A EP 3356560 A4 EP3356560 A4 EP 3356560A4
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EP
European Patent Office
Prior art keywords
regimen
systems
methods
predicting treatment
related outcomes
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP16852565.7A
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German (de)
English (en)
Other versions
EP3356560A1 (fr
Inventor
Edward Rubenstein
Stephen T. Sonis
Carl DE MOOR
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Inform Genomics Inc
Original Assignee
Inform Genomics Inc
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Publication date
Application filed by Inform Genomics Inc filed Critical Inform Genomics Inc
Publication of EP3356560A1 publication Critical patent/EP3356560A1/fr
Publication of EP3356560A4 publication Critical patent/EP3356560A4/fr
Withdrawn legal-status Critical Current

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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data

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  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Analytical Chemistry (AREA)
  • Chemical & Material Sciences (AREA)
  • Biophysics (AREA)
  • Genetics & Genomics (AREA)
  • Molecular Biology (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biotechnology (AREA)
  • Evolutionary Biology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
EP16852565.7A 2015-09-30 2016-09-29 Systèmes et procédés de prédiction des évolutions liées à un régime thérapeutique Withdrawn EP3356560A4 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201562234763P 2015-09-30 2015-09-30
PCT/US2016/054355 WO2017059022A1 (fr) 2015-09-30 2016-09-29 Systèmes et procédés de prédiction des évolutions liées à un régime thérapeutique

Publications (2)

Publication Number Publication Date
EP3356560A1 EP3356560A1 (fr) 2018-08-08
EP3356560A4 true EP3356560A4 (fr) 2019-06-12

Family

ID=58427942

Family Applications (1)

Application Number Title Priority Date Filing Date
EP16852565.7A Withdrawn EP3356560A4 (fr) 2015-09-30 2016-09-29 Systèmes et procédés de prédiction des évolutions liées à un régime thérapeutique

Country Status (4)

Country Link
US (3) US20180226153A1 (fr)
EP (1) EP3356560A4 (fr)
TW (1) TW201725526A (fr)
WO (1) WO2017059022A1 (fr)

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US20210228128A1 (en) * 2018-05-08 2021-07-29 Abbott Diabetes Care Inc. Sensing systems and methods for identifying emotional stress events
WO2019237015A1 (fr) * 2018-06-08 2019-12-12 The Trustees Of Columbia University In The City Of New York Procédés et systèmes de prédiction de taux de réussite d'essais cliniques
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CN113316823A (zh) * 2018-09-29 2021-08-27 豪夫迈·罗氏有限公司 基于多模态机器学习的临床预测器
CA3118189C (fr) * 2018-10-29 2022-07-26 3M Innovative Properties Company Predicteur d'utilisation de ressources de traitement de patient
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CN110990784B (zh) * 2019-11-19 2024-01-26 湖北中烟工业有限责任公司 一种基于梯度提升回归树的烟支通风率预测方法
CN111128372A (zh) * 2019-12-02 2020-05-08 重庆邮电大学 基于rf-lr改进算法的疾病预测方法
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TWI730674B (zh) * 2020-03-16 2021-06-11 臺北醫學大學 使用人工智慧預測人工生殖懷孕率的方法和系統
CN111528918B (zh) * 2020-04-30 2023-02-21 深圳开立生物医疗科技股份有限公司 消融术后肿瘤体积变化趋势图生成装置、设备及存储介质
CN111724911A (zh) * 2020-05-13 2020-09-29 深圳哲源生物科技有限责任公司 目标药物敏感度预测方法、装置、终端设备及存储介质
EP4172890A4 (fr) * 2020-06-30 2024-07-24 Australia and New Zealand Banking Group Limited Procédé et système pour générer un modèle d'ia à l'aide d'ensembles d'arbres de décision contraints
US11227690B1 (en) * 2020-09-14 2022-01-18 Opendna Ltd. Machine learning prediction of therapy response
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JP2023552391A (ja) * 2020-12-03 2023-12-15 ファウンデーション・メディシン・インコーポレイテッド 治療を選択し、予想される治療転帰を判定するための木ベースのモデル
CN112687392A (zh) * 2020-12-24 2021-04-20 深圳市智连众康科技有限公司 基于ai的智能脱发决策方法、装置及计算机可读存储介质
TWI763215B (zh) * 2020-12-29 2022-05-01 財團法人國家衛生研究院 篩選用於預測生理狀態的特徵的電子裝置和方法
CN116897010A (zh) * 2021-02-26 2023-10-17 韦博辛斯动力公司 用于预测化疗引起的神经病变的生物标志物
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WO2022217051A1 (fr) * 2021-04-09 2022-10-13 University Of Pittsburgh - Of The Commonwealth System Of Higher Education Entraînement et évaluation efficaces de modèles de prédiction de traitement de patient
CN113409899B (zh) * 2021-06-18 2024-02-09 南京大学 一种基于作用模式的人类发育毒性预测的方法
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TWI773501B (zh) * 2021-08-27 2022-08-01 長佳智能股份有限公司 健康輔助辨識系統及健康輔助診斷方法
CN114023452B (zh) * 2021-11-10 2022-10-14 中国科学院心理研究所 一种筛查认知障碍高风险的多维预警模型构建方法及其评估系统
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Also Published As

Publication number Publication date
EP3356560A1 (fr) 2018-08-08
WO2017059022A1 (fr) 2017-04-06
US20180233230A1 (en) 2018-08-16
TW201725526A (zh) 2017-07-16
US10475539B2 (en) 2019-11-12
US20190371468A1 (en) 2019-12-05
US20180226153A1 (en) 2018-08-09

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